Plots for simulation scenarios with 80 confidence interval for scenarios 1.1 to 1.5 and 4.2
Xinru WANG
2024-01-14
Final analysis report
Bias, Coverage, MSE
Scenario 1.1
All treatments have equal effects: Tj = 37.5%, j = A, B, C, D
Scenario 1.2
Treatment B is better than treatments A, C and D: \(T_B = 35\%\); and \(T_j = 45\%\), \(j = A, C, D\)
Scenario 1.3
All 4 treatments have different effects (small difference): \(T_A = 30\%\); \(T_B = 35\%\); \(T_C = 40\%\); \(T_D = 45\%\)
Scenario 1.4
All 4 treatments have different effects (large difference): TA = 30%; TB = 40%; TC = 50%; TD = 60%
Scenario 1.5
All 4 treatments have different effects (small difference): \(T_A = 35\%\); \(T_B = 30\%\); \(T_C = 45\%\); \(T_D = 40\%\)
Scenario 4.2
Different effectiveness across patterns: Pattern 1: \(T_A = 19.9%\), \(T_B = 25.0%\), \(T_C = 29.9%\), \(T_D = 35.0%\) Pattern 2: \(T_A = 29.1%\), \(T_B = 35.4%\), \(T_C = 41.3%\), \(T_D = 47.0%\) Pattern 3: \(T_A = 64.8%\), \(T_B = 71.1%\), \(T_C = 76.0%\), \(T_D = 79.9%\) Pattern 4: \(T_A = 83.3%\), \(T_B = 87.0%\), \(T_C = 89.6%\), \(T_D = 91.5%\)
Mortality gain
Scenario 1.2
Treatment B is better than treatments A, C and D: \(T_B = 35\%\); and \(T_j = 45\%\), \(j = A, C, D\)
Scenario 1.3
All 4 treatments have different effects (small difference): \(T_A = 30\%\); \(T_B = 35\%\); \(T_C = 40\%\); \(T_D = 45\%\)
Scenario 1.4
All 4 treatments have different effects (large difference): TA = 30%;
TB = 40%; TC = 50%; TD = 60%
Scenario 1.5
All 4 treatments have different effects (small difference): \(T_A = 35\%\); \(T_B = 30\%\); \(T_C = 45\%\); \(T_D = 40\%\)
Scenario 4.2
Different effectiveness across patterns: Pattern 1: \(T_A = 19.9%\), \(T_B = 25.0%\), \(T_C = 29.9%\), \(T_D = 35.0%\) Pattern 2: \(T_A = 29.1%\), \(T_B = 35.4%\), \(T_C = 41.3%\), \(T_D = 47.0%\) Pattern 3: \(T_A = 64.8%\), \(T_B = 71.1%\), \(T_C = 76.0%\), \(T_D = 79.9%\) Pattern 4: \(T_A = 83.3%\), \(T_B = 87.0%\), \(T_C = 89.6%\), \(T_D = 91.5%\)
Power
Scenario 1.2
Treatment B is better than treatments A, C and D: \(T_B = 35\%\); and \(T_j = 45\%\), \(j = A, C, D\)
Scenario 1.3
All 4 treatments have different effects (small difference): \(T_A = 30\%\); \(T_B = 35\%\); \(T_C = 40\%\); \(T_D = 45\%\)
Scenario 1.4
All 4 treatments have different effects (large difference): TA = 30%;
TB = 40%; TC = 50%; TD = 60%
Scenario 1.5
All 4 treatments have different effects (small difference): \(T_A = 35\%\); \(T_B = 30\%\); \(T_C = 45\%\); \(T_D = 40\%\)
Scenario 4.2
Different effectiveness across patterns: Pattern 1: \(T_A = 19.9%\), \(T_B = 25.0%\), \(T_C = 29.9%\), \(T_D = 35.0%\) Pattern 2: \(T_A = 29.1%\), \(T_B = 35.4%\), \(T_C = 41.3%\), \(T_D = 47.0%\) Pattern 3: \(T_A = 64.8%\), \(T_B = 71.1%\), \(T_C = 76.0%\), \(T_D = 79.9%\) Pattern 4: \(T_A = 83.3%\), \(T_B = 87.0%\), \(T_C = 89.6%\), \(T_D = 91.5%\)
Type 1 error
Scenario 1.1
Running time
Errors and Warning
## $`scenarioscenario1.1_iter1000_2024-01-13.rds`
## $`scenarioscenario1.1_iter1000_2024-01-13.rds`$`for size size = 500`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.1_iter1000_2024-01-13.rds`$`for size size = 1000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.1_iter1000_2024-01-13.rds`$`for size size = 1500`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.1_iter1000_2024-01-13.rds`$`for size size = 2000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.1_iter1000_2024-01-13.rds`$`for size size = 3000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.1_iter1000_2024-01-13.rds`$`for size size = 4000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.1_iter1000_2024-01-13.rds`$`for size size = 5000`
## [1] "No warnings were recorded"
##
##
## $`scenarioscenario1.2_iter1000_2024-01-13.rds`
## $`scenarioscenario1.2_iter1000_2024-01-13.rds`$`for size size = 500`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.2_iter1000_2024-01-13.rds`$`for size size = 1000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.2_iter1000_2024-01-13.rds`$`for size size = 1500`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.2_iter1000_2024-01-13.rds`$`for size size = 2000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.2_iter1000_2024-01-13.rds`$`for size size = 3000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.2_iter1000_2024-01-13.rds`$`for size size = 4000`
## [1] "No warnings were recorded"
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## $`scenarioscenario1.2_iter1000_2024-01-13.rds`$`for size size = 5000`
## [1] "No warnings were recorded"
##
##
## $`scenarioscenario1.3_iter1000_2024-01-13.rds`
## $`scenarioscenario1.3_iter1000_2024-01-13.rds`$`for size size = 500`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.3_iter1000_2024-01-13.rds`$`for size size = 1000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.3_iter1000_2024-01-13.rds`$`for size size = 1500`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.3_iter1000_2024-01-13.rds`$`for size size = 2000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.3_iter1000_2024-01-13.rds`$`for size size = 3000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.3_iter1000_2024-01-13.rds`$`for size size = 4000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.3_iter1000_2024-01-13.rds`$`for size size = 5000`
## [1] "No warnings were recorded"
##
##
## $`scenarioscenario1.4_iter1000_2024-01-13.rds`
## $`scenarioscenario1.4_iter1000_2024-01-13.rds`$`for size size = 500`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.4_iter1000_2024-01-13.rds`$`for size size = 1000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.4_iter1000_2024-01-13.rds`$`for size size = 1500`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.4_iter1000_2024-01-13.rds`$`for size size = 2000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.4_iter1000_2024-01-13.rds`$`for size size = 3000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.4_iter1000_2024-01-13.rds`$`for size size = 4000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.4_iter1000_2024-01-13.rds`$`for size size = 5000`
## [1] "No warnings were recorded"
##
##
## $`scenarioscenario1.5_iter1000_2024-01-13.rds`
## $`scenarioscenario1.5_iter1000_2024-01-13.rds`$`for size size = 500`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.5_iter1000_2024-01-13.rds`$`for size size = 1000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.5_iter1000_2024-01-13.rds`$`for size size = 1500`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.5_iter1000_2024-01-13.rds`$`for size size = 2000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.5_iter1000_2024-01-13.rds`$`for size size = 3000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.5_iter1000_2024-01-13.rds`$`for size size = 4000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario1.5_iter1000_2024-01-13.rds`$`for size size = 5000`
## [1] "No warnings were recorded"
##
##
## $`scenarioscenario4.2_iter1000_2024-01-13.rds`
## $`scenarioscenario4.2_iter1000_2024-01-13.rds`$`for size size = 500`
## [1] "No warnings were recorded"
##
## $`scenarioscenario4.2_iter1000_2024-01-13.rds`$`for size size = 1000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario4.2_iter1000_2024-01-13.rds`$`for size size = 1500`
## [1] "No warnings were recorded"
##
## $`scenarioscenario4.2_iter1000_2024-01-13.rds`$`for size size = 2000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario4.2_iter1000_2024-01-13.rds`$`for size size = 3000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario4.2_iter1000_2024-01-13.rds`$`for size size = 4000`
## [1] "No warnings were recorded"
##
## $`scenarioscenario4.2_iter1000_2024-01-13.rds`$`for size size = 5000`
## [1] "No warnings were recorded"## $`scenarioscenario1.1_iter1000_2024-01-13.rds`
## $`scenarioscenario1.1_iter1000_2024-01-13.rds`$`for size size = 500`
## [1] "no errors reported"
##
## $`scenarioscenario1.1_iter1000_2024-01-13.rds`$`for size size = 1000`
## [1] "no errors reported"
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## $`scenarioscenario1.1_iter1000_2024-01-13.rds`$`for size size = 1500`
## [1] "no errors reported"
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## $`scenarioscenario1.1_iter1000_2024-01-13.rds`$`for size size = 2000`
## [1] "no errors reported"
##
## $`scenarioscenario1.1_iter1000_2024-01-13.rds`$`for size size = 3000`
## [1] "no errors reported"
##
## $`scenarioscenario1.1_iter1000_2024-01-13.rds`$`for size size = 4000`
## [1] "no errors reported"
##
## $`scenarioscenario1.1_iter1000_2024-01-13.rds`$`for size size = 5000`
## [1] "no errors reported"
##
##
## $`scenarioscenario1.2_iter1000_2024-01-13.rds`
## $`scenarioscenario1.2_iter1000_2024-01-13.rds`$`for size size = 500`
## [1] "no errors reported"
##
## $`scenarioscenario1.2_iter1000_2024-01-13.rds`$`for size size = 1000`
## [1] "no errors reported"
##
## $`scenarioscenario1.2_iter1000_2024-01-13.rds`$`for size size = 1500`
## [1] "no errors reported"
##
## $`scenarioscenario1.2_iter1000_2024-01-13.rds`$`for size size = 2000`
## [1] "no errors reported"
##
## $`scenarioscenario1.2_iter1000_2024-01-13.rds`$`for size size = 3000`
## [1] "no errors reported"
##
## $`scenarioscenario1.2_iter1000_2024-01-13.rds`$`for size size = 4000`
## [1] "no errors reported"
##
## $`scenarioscenario1.2_iter1000_2024-01-13.rds`$`for size size = 5000`
## [1] "no errors reported"
##
##
## $`scenarioscenario1.3_iter1000_2024-01-13.rds`
## $`scenarioscenario1.3_iter1000_2024-01-13.rds`$`for size size = 500`
## [1] "no errors reported"
##
## $`scenarioscenario1.3_iter1000_2024-01-13.rds`$`for size size = 1000`
## [1] "no errors reported"
##
## $`scenarioscenario1.3_iter1000_2024-01-13.rds`$`for size size = 1500`
## [1] "no errors reported"
##
## $`scenarioscenario1.3_iter1000_2024-01-13.rds`$`for size size = 2000`
## [1] "no errors reported"
##
## $`scenarioscenario1.3_iter1000_2024-01-13.rds`$`for size size = 3000`
## [1] "no errors reported"
##
## $`scenarioscenario1.3_iter1000_2024-01-13.rds`$`for size size = 4000`
## [1] "no errors reported"
##
## $`scenarioscenario1.3_iter1000_2024-01-13.rds`$`for size size = 5000`
## [1] "no errors reported"
##
##
## $`scenarioscenario1.4_iter1000_2024-01-13.rds`
## $`scenarioscenario1.4_iter1000_2024-01-13.rds`$`for size size = 500`
## [1] "no errors reported"
##
## $`scenarioscenario1.4_iter1000_2024-01-13.rds`$`for size size = 1000`
## [1] "no errors reported"
##
## $`scenarioscenario1.4_iter1000_2024-01-13.rds`$`for size size = 1500`
## [1] "no errors reported"
##
## $`scenarioscenario1.4_iter1000_2024-01-13.rds`$`for size size = 2000`
## [1] "no errors reported"
##
## $`scenarioscenario1.4_iter1000_2024-01-13.rds`$`for size size = 3000`
## [1] "no errors reported"
##
## $`scenarioscenario1.4_iter1000_2024-01-13.rds`$`for size size = 4000`
## [1] "no errors reported"
##
## $`scenarioscenario1.4_iter1000_2024-01-13.rds`$`for size size = 5000`
## [1] "no errors reported"
##
##
## $`scenarioscenario1.5_iter1000_2024-01-13.rds`
## $`scenarioscenario1.5_iter1000_2024-01-13.rds`$`for size size = 500`
## [1] "no errors reported"
##
## $`scenarioscenario1.5_iter1000_2024-01-13.rds`$`for size size = 1000`
## [1] "no errors reported"
##
## $`scenarioscenario1.5_iter1000_2024-01-13.rds`$`for size size = 1500`
## [1] "no errors reported"
##
## $`scenarioscenario1.5_iter1000_2024-01-13.rds`$`for size size = 2000`
## [1] "no errors reported"
##
## $`scenarioscenario1.5_iter1000_2024-01-13.rds`$`for size size = 3000`
## [1] "no errors reported"
##
## $`scenarioscenario1.5_iter1000_2024-01-13.rds`$`for size size = 4000`
## [1] "no errors reported"
##
## $`scenarioscenario1.5_iter1000_2024-01-13.rds`$`for size size = 5000`
## [1] "no errors reported"
##
##
## $`scenarioscenario4.2_iter1000_2024-01-13.rds`
## $`scenarioscenario4.2_iter1000_2024-01-13.rds`$`for size size = 500`
## [1] "no errors reported"
##
## $`scenarioscenario4.2_iter1000_2024-01-13.rds`$`for size size = 1000`
## [1] "no errors reported"
##
## $`scenarioscenario4.2_iter1000_2024-01-13.rds`$`for size size = 1500`
## [1] "no errors reported"
##
## $`scenarioscenario4.2_iter1000_2024-01-13.rds`$`for size size = 2000`
## [1] "no errors reported"
##
## $`scenarioscenario4.2_iter1000_2024-01-13.rds`$`for size size = 3000`
## [1] "no errors reported"
##
## $`scenarioscenario4.2_iter1000_2024-01-13.rds`$`for size size = 4000`
## [1] "no errors reported"
##
## $`scenarioscenario4.2_iter1000_2024-01-13.rds`$`for size size = 5000`
## [1] "no errors reported"Warning
## $scenario1.1
## list()
##
## $scenario1.2
## list()
##
## $scenario1.3
## list()
##
## $scenario1.4
## list()
##
## $scenario1.5
## list()
##
## $scenario4.2
## list()